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sanhao-global-experts

repurchase-board-tool

A production-ready repurchase board tool system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must carry the behavioral burden. It implies delivery of a 'copy-paste prompt pack with examples' but does not state whether the tool generates, analyzes, or retrieves anything, nor what happens with the query or what output to expect.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is short, but not front-loaded with the actual function. The second sentence is promotional ('copy-paste prompt pack with examples') and does not help an agent select or invoke the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a low-complexity tool, the description is still incomplete: it omits what the 'board' workflow produces, how it differs from sibling repurchase tools, and what the optional query changes. There is no output schema to fill that gap.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema describes the single optional 'query' param at 100% coverage, so the baseline is 3. The description does not mention the query or explain how it scopes the analysis, adding no meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description mostly restates the name ('repurchase board tool') with marketing phrasing, without a specific operation or output. It does not distinguish this tool from siblings such as repurchase-analyze-tool, repurchase-diag-tool, repurchase-formula-tool, or repurchase-tpl-tool.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It names a target audience ('marketing and operations leaders') but gives no when-to-use guidance, prerequisites, or alternative selection rules. The many sibling tools imply alternatives, but the description does not route the agent among them.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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